From c7f37091619108ae10352bee6fedd3bca41d08f4 Mon Sep 17 00:00:00 2001 From: Dora Hegedus Date: Mon, 27 Jan 2025 13:10:27 +0000 Subject: [PATCH 01/18] converting the fetch_test_data.py to be class-based, allows for better extension for different datatypes, currently only has cmip6 as a class --- scripts/sample_dataset_request.py | 295 ++++++++++++++++++++++++++++++ 1 file changed, 295 insertions(+) create mode 100644 scripts/sample_dataset_request.py diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py new file mode 100644 index 00000000..8b2027f9 --- /dev/null +++ b/scripts/sample_dataset_request.py @@ -0,0 +1,295 @@ +import os +import pathlib +from abc import ABC, abstractmethod +from pathlib import Path +from typing import Any + +import pandas as pd +import pooch +import xarray as xr +from intake_esgf import ESGFCatalog + +OUTPUT_PATH = Path("data") + + +class DataRequest(ABC): + """ + Represents a request for a dataset + + A polymorphic association is used to capture the different types of datasets as each + dataset type may have different metadata fields and may need to be handled + differently to generate the sample data. + """ + + def __init__(self, remove_ensembles, time_span): + self.remove_ensembles = remove_ensembles + self.time_span = time_span + + @abstractmethod + def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: + """Downscale the dataset to a smaller size.""" + pass + + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset) -> pathlib.Path: + """Create the output filename for the dataset.""" + pass + + +class CMIP6Request(DataRequest): + """ + Represents a CMIP6 dataset request + + """ + + def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tuple[str, str] | None): + self.avail_facets = [ + "mip_era", + "activity_drs", + "institution_id", + "source_id", + "experiment_id", + "member_id", + "table_id", + "variable_id", + "grid_label", + "version", + "data_node", + ] + + self.facets = facets + + self.remove_ensembles = remove_ensembles + self.time_span = time_span + + self.cmip6_path_items = [ + "mip_era", + "activity_drs", + "institution_id", + "source_id", + "experiment_id", + "member_id", + "table_id", + "variable_id", + "grid_label", + ] + + self.cmip6_filename_paths = [ + "variable_id", + "table_id", + "source_id", + "experiment_id", + "member_id", + "grid_label", + ] + + assert all(key in self.avail_facets for key in self.cmip6_path_items), "Error message" + assert all(key in self.avail_facets for key in self.cmip6_filename_paths), "Error message" + + def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: + """ + Downscale the dataset to a smaller size. + + Parameters + ---------- + dataset + The dataset to downscale + time_span + The time span to extract from a dataset + + Returns + ------- + xr.Dataset + The downscaled dataset + """ + has_latlon = "lat" in dataset.dims and "lon" in dataset.dims + has_ij = "i" in dataset.dims and "j" in dataset.dims + + if has_latlon: + assert len(dataset.lat.dims) == 1 and len(dataset.lon.dims) == 1 + result = dataset.interp(lat=dataset.lat[:10], lon=dataset.lon[:10]) + elif has_ij: + # 2d lat/lon grid (generally ocean variables) + # Choose a starting point around the middle of the grid to maximise chance that it has values + # TODO: Be smarter about this? + j_midpoint = len(dataset.j) // 2 + result = dataset.interp(i=dataset.i[:10], j=dataset.j[j_midpoint : j_midpoint + 10]) + else: + raise ValueError("Cannot decimate this grid: too many dimensions") + + if "time" in dataset.dims and time_span is not None: + result = result.sel(time=slice(*time_span)) + if result.time.size == 0: + result = None + + return result + + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset) -> pathlib.Path: + """ + Create the output filename for the dataset. + + Parameters + ---------- + ds + Loaded dataset + + Returns + ------- + The output filename + """ + output_path = ( + Path(os.path.join(*[metadata[item] for item in self.cmip6_path_items])) + / f"v{metadata['version']}" + ) + filename_prefix = "_".join([metadata[item] for item in self.cmip6_filename_paths]) + + if "time" in ds.dims: + time_range = ( + f"{ds.time.min().dt.strftime('%Y%m').item()}-{ds.time.max().dt.strftime('%Y%m').item()}" + ) + filename = f"{filename_prefix}_{time_range}.nc" + else: + filename = f"{filename_prefix}.nc" + + return output_path / filename + + +def fetch_datasets(DataRequest) -> pd.DataFrame: + """ + Fetch the datasets from ESGF. + + Parameters + ---------- + search_facets + Facets to search for + remove_ensembles + Whether to remove ensembles from the dataset + (i.e. include only a single ensemble member) + + Returns + ------- + List of paths to the fetched datasets + """ + cat = ESGFCatalog() + + cat.search(**DataRequest.facets) + if DataRequest.remove_ensembles: + cat.remove_ensembles() + + path_dict = cat.to_path_dict(prefer_streaming=False, minimal_keys=False) + merged_df = cat.df.merge(pd.Series(path_dict, name="files"), left_on="key", right_index=True) + if DataRequest.time_span: + merged_df["time_start"] = DataRequest.time_span[0] + merged_df["time_end"] = DataRequest.time_span[1] + print(merged_df) + return merged_df + + +def deduplicate_datasets(DataRequest) -> pd.DataFrame: + """ + Deduplicate a dataset collection. + + Uses the metadata from the first dataset in each group, + but expands the time range to the min/max timespan of the group. + + Parameters + ---------- + datasets + The dataset collection + + Returns + ------- + pd.DataFrame + The deduplicated dataset collection spanning the times requested + """ + datasets = fetch_datasets(DataRequest) + + def _deduplicate_group(group: pd.DataFrame) -> pd.DataFrame: + first = group.iloc[0].copy() + first.time_start = group.time_start.min() + first.time_end = group.time_end.max() + + return first + + return datasets.groupby("key").apply(_deduplicate_group, include_groups=False).reset_index() + + +def create_sample_dataset(DataRequest): + """ + Create the output filename for the dataset. + + Parameters + ---------- + ds + Loaded dataset + + Returns + ------- + The output filename + """ + datasets = deduplicate_datasets(DataRequest) + for _, dataset in datasets.iterrows(): + for ds_filename in dataset["files"]: + ds_orig = xr.open_dataset(ds_filename) + ds_decimated = DataRequest.decimate_dataset(ds_orig, DataRequest.time_span) + if ds_decimated is None: + continue + + output_filename = OUTPUT_PATH / DataRequest.create_out_filename(dataset, ds_decimated) + output_filename.parent.mkdir(parents=True, exist_ok=True) + ds_decimated.to_netcdf(output_filename) + print(output_filename) + + # Regenerate the registry.txt file + pooch.make_registry(OUTPUT_PATH, "registry.txt") + + +if __name__ == "__main__": + facets_to_fetch = [ + # Example metric data + dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "tas", "tos", "rsut", "rlut", "rsdt"], + experiment_id=["ssp126", "historical"], + remove_ensembles=True, + time_span=("2000", "2025"), + ), + # ESMValTool ECS data + dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "rlut", "rsdt", "rsut", "tas"], + experiment_id=["abrupt-4xCO2", "piControl"], + remove_ensembles=True, + time_span=("0101", "0125"), + ), + # ESMValTool TCR data + dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "tas"], + experiment_id=["1pctCO2", "piControl"], + remove_ensembles=True, + time_span=("0101", "0180"), + ), + # Obs4MIPs AIRS data + # dict( + # project="obs4MIPs", + # institution_id="NASA-JPL", + # frequency="mon", + # source_id="AIRS-2-1", + # variable_id="ta", + # remove_ensembles=False, + # time_span=("2002", "2016"), + # ), + ] + + facet_id_keys = ["source_id", "frequency", "variable_id", "experiment_id"] + + for facets in facets_to_fetch: + CMIP6DataRequest = CMIP6Request( + facets={x: facets[x] for x in facet_id_keys}, + remove_ensembles=facets["remove_ensembles"], + time_span=facets["time_span"], + ) + create_sample_dataset(CMIP6DataRequest) From d169f42dedd8bc1f955b6c5b05d1de894e0803ae Mon Sep 17 00:00:00 2001 From: Dora Hegedus Date: Mon, 27 Jan 2025 14:34:26 +0000 Subject: [PATCH 02/18] added obs4mips data request class --- scripts/sample_dataset_request.py | 189 ++++++++++++++++++++++++------ 1 file changed, 154 insertions(+), 35 deletions(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index 8b2027f9..f443f397 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -30,7 +30,7 @@ def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> """Downscale the dataset to a smaller size.""" pass - def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset) -> pathlib.Path: + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: """Create the output filename for the dataset.""" pass @@ -123,7 +123,7 @@ def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | Non return result - def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset) -> pathlib.Path: + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: """ Create the output filename for the dataset. @@ -153,6 +153,120 @@ def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset) -> pathlib.Pa return output_path / filename +class obs4MIPsRequest(DataRequest): + """ + Represents a Obs4MIPs dataset request + + """ + + def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tuple[str, str] | None): + self.avail_facets = [ + "activity_id", + "institution_id", + "source_id", + "frequency", + "variable_id", + "grid_label", + "version", + "data_node", + ] + + self.facets = facets + + self.remove_ensembles = remove_ensembles + self.time_span = time_span + + self.obs4mips_path_items = [ + "activity_id", + "institution_id", + "source_id", + "variable_id", + "grid_label", + ] + + self.obs4mips_filename_paths = [ + "variable_id", + "source_id", + "grid_label", + ] + + assert all(key in self.avail_facets for key in self.obs4mips_path_items), "Error message" + assert all(key in self.avail_facets for key in self.obs4mips_filename_paths), "Error message" + + def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: + """ + Downscale the dataset to a smaller size. + + Parameters + ---------- + dataset + The dataset to downscale + time_span + The time span to extract from a dataset + + Returns + ------- + xr.Dataset + The downscaled dataset + """ + has_latlon = "lat" in dataset.dims and "lon" in dataset.dims + has_ij = "i" in dataset.dims and "j" in dataset.dims + + if has_latlon: + assert len(dataset.lat.dims) == 1 and len(dataset.lon.dims) == 1 + result = dataset.interp(lat=dataset.lat[:10], lon=dataset.lon[:10]) + elif has_ij: + # 2d lat/lon grid (generally ocean variables) + # Choose a starting point around the middle of the grid to maximise chance that it has values + # TODO: Be smarter about this? + j_midpoint = len(dataset.j) // 2 + result = dataset.interp(i=dataset.i[:10], j=dataset.j[j_midpoint : j_midpoint + 10]) + else: + raise ValueError("Cannot decimate this grid: too many dimensions") + + if "time" in dataset.dims and time_span is not None: + result = result.sel(time=slice(*time_span)) + if result.time.size == 0: + result = None + + return result + + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: + """ + Create the output filename for the dataset. + + Parameters + ---------- + ds + Loaded dataset + + Returns + ------- + The output filename + """ + output_path = ( + Path(os.path.join(*[metadata[item] for item in self.obs4mips_path_items])) + / f"v{metadata['version']}" + ) + if ds_filename.name.split("_")[0] == ds.variable_id: + filename_prefix = "_".join([metadata[item] for item in self.obs4mips_filename_paths]) + else: + filename_prefix = ds_filename.name.split("_")[0] + "_" + filename_prefix += "_".join( + [metadata[item] for item in self.obs4mips_filename_paths if item != "variable_id"] + ) + + if "time" in ds.dims: + time_range = ( + f"{ds.time.min().dt.strftime('%Y%m').item()}-{ds.time.max().dt.strftime('%Y%m').item()}" + ) + filename = f"{filename_prefix}_{time_range}.nc" + else: + filename = f"{filename_prefix}.nc" + + return output_path / filename + + def fetch_datasets(DataRequest) -> pd.DataFrame: """ Fetch the datasets from ESGF. @@ -234,7 +348,9 @@ def create_sample_dataset(DataRequest): if ds_decimated is None: continue - output_filename = OUTPUT_PATH / DataRequest.create_out_filename(dataset, ds_decimated) + output_filename = OUTPUT_PATH / DataRequest.create_out_filename( + dataset, ds_decimated, ds_filename + ) output_filename.parent.mkdir(parents=True, exist_ok=True) ds_decimated.to_netcdf(output_filename) print(output_filename) @@ -244,52 +360,55 @@ def create_sample_dataset(DataRequest): if __name__ == "__main__": - facets_to_fetch = [ + datasets_to_fetch = [ # Example metric data - dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "tas", "tos", "rsut", "rlut", "rsdt"], - experiment_id=["ssp126", "historical"], + CMIP6Request( + facets=dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "tas", "tos", "rsut", "rlut", "rsdt"], + experiment_id=["ssp126", "historical"], + ), remove_ensembles=True, time_span=("2000", "2025"), ), # ESMValTool ECS data - dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "rlut", "rsdt", "rsut", "tas"], - experiment_id=["abrupt-4xCO2", "piControl"], + CMIP6Request( + facets=dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "rlut", "rsdt", "rsut", "tas"], + experiment_id=["abrupt-4xCO2", "piControl"], + ), remove_ensembles=True, time_span=("0101", "0125"), ), # ESMValTool TCR data - dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "tas"], - experiment_id=["1pctCO2", "piControl"], + CMIP6Request( + facets=dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "tas"], + experiment_id=["1pctCO2", "piControl"], + ), remove_ensembles=True, time_span=("0101", "0180"), ), # Obs4MIPs AIRS data - # dict( - # project="obs4MIPs", - # institution_id="NASA-JPL", - # frequency="mon", - # source_id="AIRS-2-1", - # variable_id="ta", - # remove_ensembles=False, - # time_span=("2002", "2016"), - # ), + obs4MIPsRequest( + facets=dict( + project="obs4MIPs", + institution_id="NASA-JPL", + frequency="mon", + source_id="AIRS-2-1", + variable_id="ta", + ), + remove_ensembles=False, + time_span=("2002", "2016"), + ), ] facet_id_keys = ["source_id", "frequency", "variable_id", "experiment_id"] - for facets in facets_to_fetch: - CMIP6DataRequest = CMIP6Request( - facets={x: facets[x] for x in facet_id_keys}, - remove_ensembles=facets["remove_ensembles"], - time_span=facets["time_span"], - ) - create_sample_dataset(CMIP6DataRequest) + for dataset_requested in datasets_to_fetch: + create_sample_dataset(dataset_requested) From bac2d5302aaa86a9b7603c7805d7e0ed5a1b86c0 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:42:34 +0000 Subject: [PATCH 03/18] Update scripts/sample_dataset_request.py Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index f443f397..17bf5a11 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -327,7 +327,7 @@ def _deduplicate_group(group: pd.DataFrame) -> pd.DataFrame: return datasets.groupby("key").apply(_deduplicate_group, include_groups=False).reset_index() -def create_sample_dataset(DataRequest): +def create_sample_dataset(request: DataRequest): """ Create the output filename for the dataset. From b4b507307996e9c3d72593fdb04e8850464db766 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:42:43 +0000 Subject: [PATCH 04/18] Update scripts/sample_dataset_request.py Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index 17bf5a11..ed114389 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -298,7 +298,7 @@ def fetch_datasets(DataRequest) -> pd.DataFrame: return merged_df -def deduplicate_datasets(DataRequest) -> pd.DataFrame: +def deduplicate_datasets(request: DataRequest) -> pd.DataFrame: """ Deduplicate a dataset collection. From 0307a81aa69003b60b54e7c2a8affc3295f39d65 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:43:10 +0000 Subject: [PATCH 05/18] Update scripts/sample_dataset_request.py Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index ed114389..dbff0cc2 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -267,7 +267,7 @@ def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: return output_path / filename -def fetch_datasets(DataRequest) -> pd.DataFrame: +def fetch_datasets(request: DataRequest) -> pd.DataFrame: """ Fetch the datasets from ESGF. From 9888f00aebf9f563d938c20a652788b54ea49714 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:43:38 +0000 Subject: [PATCH 06/18] Update scripts/sample_dataset_request.py Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index dbff0cc2..531bb68d 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -21,7 +21,7 @@ class DataRequest(ABC): differently to generate the sample data. """ - def __init__(self, remove_ensembles, time_span): + def __init__(self, remove_ensembles: bool, time_span: tuple[str, str]): self.remove_ensembles = remove_ensembles self.time_span = time_span From debaf3c7b782d1dfbc122c896c307a92b8bc8cc2 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:44:12 +0000 Subject: [PATCH 07/18] Update scripts/sample_dataset_request.py Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index 531bb68d..18b2e522 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -58,8 +58,7 @@ def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tu self.facets = facets - self.remove_ensembles = remove_ensembles - self.time_span = time_span + super().__init__(remove_ensembles, time_span) self.cmip6_path_items = [ "mip_era", From f7efcb4cde953a29c6009e0cfccf0fa419d080e1 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:45:01 +0000 Subject: [PATCH 08/18] Update scripts/sample_dataset_request.py Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index 18b2e522..2697186d 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -30,6 +30,7 @@ def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> """Downscale the dataset to a smaller size.""" pass +@abstractmethod def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: """Create the output filename for the dataset.""" pass From fb1dd6906dfaa56949806c89f29904fa0703fa20 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:46:58 +0000 Subject: [PATCH 09/18] Update scripts/sample_dataset_request.py Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index 2697186d..d0f4751d 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -408,7 +408,6 @@ def create_sample_dataset(request: DataRequest): ), ] - facet_id_keys = ["source_id", "frequency", "variable_id", "experiment_id"] for dataset_requested in datasets_to_fetch: create_sample_dataset(dataset_requested) From c43ba24fe98e2799a4413c2c20226b62182d36c8 Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Wed, 29 Jan 2025 10:47:16 +0000 Subject: [PATCH 10/18] Update scripts/sample_dataset_request.py Capitalising class Co-authored-by: Jared Lewis --- scripts/sample_dataset_request.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index d0f4751d..bdb2d1d5 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -153,7 +153,7 @@ def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: return output_path / filename -class obs4MIPsRequest(DataRequest): +class Obs4MIPsRequest(DataRequest): """ Represents a Obs4MIPs dataset request From 28ff49845a39ba3824704870dfd79ec0afc7b7e2 Mon Sep 17 00:00:00 2001 From: Dora Hegedus Date: Wed, 29 Jan 2025 11:23:57 +0000 Subject: [PATCH 11/18] fixed indentation, capitalised class --- scripts/sample_dataset_request.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py index bdb2d1d5..23cefa4d 100644 --- a/scripts/sample_dataset_request.py +++ b/scripts/sample_dataset_request.py @@ -30,7 +30,7 @@ def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> """Downscale the dataset to a smaller size.""" pass -@abstractmethod + @abstractmethod def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: """Create the output filename for the dataset.""" pass @@ -395,7 +395,7 @@ def create_sample_dataset(request: DataRequest): time_span=("0101", "0180"), ), # Obs4MIPs AIRS data - obs4MIPsRequest( + Obs4MIPsRequest( facets=dict( project="obs4MIPs", institution_id="NASA-JPL", @@ -408,6 +408,5 @@ def create_sample_dataset(request: DataRequest): ), ] - for dataset_requested in datasets_to_fetch: create_sample_dataset(dataset_requested) From d13de5f8a5b51d630d1708f9ae7719da09df37d8 Mon Sep 17 00:00:00 2001 From: Dora Hegedus Date: Thu, 30 Jan 2025 12:21:47 +0000 Subject: [PATCH 12/18] changed filename --- scripts/fetch_test_data.py | 470 ++++++++++++++++++++---------- scripts/sample_dataset_request.py | 412 -------------------------- 2 files changed, 313 insertions(+), 569 deletions(-) delete mode 100644 scripts/sample_dataset_request.py diff --git a/scripts/fetch_test_data.py b/scripts/fetch_test_data.py index de87b318..23cefa4d 100644 --- a/scripts/fetch_test_data.py +++ b/scripts/fetch_test_data.py @@ -1,11 +1,6 @@ -""" -Fetch test data - -Fetch and downscale test data from ESGF. -""" - import os import pathlib +from abc import ABC, abstractmethod from pathlib import Path from typing import Any @@ -17,9 +12,262 @@ OUTPUT_PATH = Path("data") -def fetch_datasets( - search_facets: dict[str, Any], remove_ensembles: bool, time_span: tuple[str, str] | None -) -> pd.DataFrame: +class DataRequest(ABC): + """ + Represents a request for a dataset + + A polymorphic association is used to capture the different types of datasets as each + dataset type may have different metadata fields and may need to be handled + differently to generate the sample data. + """ + + def __init__(self, remove_ensembles: bool, time_span: tuple[str, str]): + self.remove_ensembles = remove_ensembles + self.time_span = time_span + + @abstractmethod + def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: + """Downscale the dataset to a smaller size.""" + pass + + @abstractmethod + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: + """Create the output filename for the dataset.""" + pass + + +class CMIP6Request(DataRequest): + """ + Represents a CMIP6 dataset request + + """ + + def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tuple[str, str] | None): + self.avail_facets = [ + "mip_era", + "activity_drs", + "institution_id", + "source_id", + "experiment_id", + "member_id", + "table_id", + "variable_id", + "grid_label", + "version", + "data_node", + ] + + self.facets = facets + + super().__init__(remove_ensembles, time_span) + + self.cmip6_path_items = [ + "mip_era", + "activity_drs", + "institution_id", + "source_id", + "experiment_id", + "member_id", + "table_id", + "variable_id", + "grid_label", + ] + + self.cmip6_filename_paths = [ + "variable_id", + "table_id", + "source_id", + "experiment_id", + "member_id", + "grid_label", + ] + + assert all(key in self.avail_facets for key in self.cmip6_path_items), "Error message" + assert all(key in self.avail_facets for key in self.cmip6_filename_paths), "Error message" + + def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: + """ + Downscale the dataset to a smaller size. + + Parameters + ---------- + dataset + The dataset to downscale + time_span + The time span to extract from a dataset + + Returns + ------- + xr.Dataset + The downscaled dataset + """ + has_latlon = "lat" in dataset.dims and "lon" in dataset.dims + has_ij = "i" in dataset.dims and "j" in dataset.dims + + if has_latlon: + assert len(dataset.lat.dims) == 1 and len(dataset.lon.dims) == 1 + result = dataset.interp(lat=dataset.lat[:10], lon=dataset.lon[:10]) + elif has_ij: + # 2d lat/lon grid (generally ocean variables) + # Choose a starting point around the middle of the grid to maximise chance that it has values + # TODO: Be smarter about this? + j_midpoint = len(dataset.j) // 2 + result = dataset.interp(i=dataset.i[:10], j=dataset.j[j_midpoint : j_midpoint + 10]) + else: + raise ValueError("Cannot decimate this grid: too many dimensions") + + if "time" in dataset.dims and time_span is not None: + result = result.sel(time=slice(*time_span)) + if result.time.size == 0: + result = None + + return result + + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: + """ + Create the output filename for the dataset. + + Parameters + ---------- + ds + Loaded dataset + + Returns + ------- + The output filename + """ + output_path = ( + Path(os.path.join(*[metadata[item] for item in self.cmip6_path_items])) + / f"v{metadata['version']}" + ) + filename_prefix = "_".join([metadata[item] for item in self.cmip6_filename_paths]) + + if "time" in ds.dims: + time_range = ( + f"{ds.time.min().dt.strftime('%Y%m').item()}-{ds.time.max().dt.strftime('%Y%m').item()}" + ) + filename = f"{filename_prefix}_{time_range}.nc" + else: + filename = f"{filename_prefix}.nc" + + return output_path / filename + + +class Obs4MIPsRequest(DataRequest): + """ + Represents a Obs4MIPs dataset request + + """ + + def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tuple[str, str] | None): + self.avail_facets = [ + "activity_id", + "institution_id", + "source_id", + "frequency", + "variable_id", + "grid_label", + "version", + "data_node", + ] + + self.facets = facets + + self.remove_ensembles = remove_ensembles + self.time_span = time_span + + self.obs4mips_path_items = [ + "activity_id", + "institution_id", + "source_id", + "variable_id", + "grid_label", + ] + + self.obs4mips_filename_paths = [ + "variable_id", + "source_id", + "grid_label", + ] + + assert all(key in self.avail_facets for key in self.obs4mips_path_items), "Error message" + assert all(key in self.avail_facets for key in self.obs4mips_filename_paths), "Error message" + + def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: + """ + Downscale the dataset to a smaller size. + + Parameters + ---------- + dataset + The dataset to downscale + time_span + The time span to extract from a dataset + + Returns + ------- + xr.Dataset + The downscaled dataset + """ + has_latlon = "lat" in dataset.dims and "lon" in dataset.dims + has_ij = "i" in dataset.dims and "j" in dataset.dims + + if has_latlon: + assert len(dataset.lat.dims) == 1 and len(dataset.lon.dims) == 1 + result = dataset.interp(lat=dataset.lat[:10], lon=dataset.lon[:10]) + elif has_ij: + # 2d lat/lon grid (generally ocean variables) + # Choose a starting point around the middle of the grid to maximise chance that it has values + # TODO: Be smarter about this? + j_midpoint = len(dataset.j) // 2 + result = dataset.interp(i=dataset.i[:10], j=dataset.j[j_midpoint : j_midpoint + 10]) + else: + raise ValueError("Cannot decimate this grid: too many dimensions") + + if "time" in dataset.dims and time_span is not None: + result = result.sel(time=slice(*time_span)) + if result.time.size == 0: + result = None + + return result + + def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: + """ + Create the output filename for the dataset. + + Parameters + ---------- + ds + Loaded dataset + + Returns + ------- + The output filename + """ + output_path = ( + Path(os.path.join(*[metadata[item] for item in self.obs4mips_path_items])) + / f"v{metadata['version']}" + ) + if ds_filename.name.split("_")[0] == ds.variable_id: + filename_prefix = "_".join([metadata[item] for item in self.obs4mips_filename_paths]) + else: + filename_prefix = ds_filename.name.split("_")[0] + "_" + filename_prefix += "_".join( + [metadata[item] for item in self.obs4mips_filename_paths if item != "variable_id"] + ) + + if "time" in ds.dims: + time_range = ( + f"{ds.time.min().dt.strftime('%Y%m').item()}-{ds.time.max().dt.strftime('%Y%m').item()}" + ) + filename = f"{filename_prefix}_{time_range}.nc" + else: + filename = f"{filename_prefix}.nc" + + return output_path / filename + + +def fetch_datasets(request: DataRequest) -> pd.DataFrame: """ Fetch the datasets from ESGF. @@ -37,20 +285,20 @@ def fetch_datasets( """ cat = ESGFCatalog() - cat.search(**search_facets) - if remove_ensembles: + cat.search(**DataRequest.facets) + if DataRequest.remove_ensembles: cat.remove_ensembles() path_dict = cat.to_path_dict(prefer_streaming=False, minimal_keys=False) merged_df = cat.df.merge(pd.Series(path_dict, name="files"), left_on="key", right_index=True) - if time_span: - merged_df["time_start"] = time_span[0] - merged_df["time_end"] = time_span[1] - + if DataRequest.time_span: + merged_df["time_start"] = DataRequest.time_span[0] + merged_df["time_end"] = DataRequest.time_span[1] + print(merged_df) return merged_df -def deduplicate_datasets(datasets: pd.DataFrame) -> pd.DataFrame: +def deduplicate_datasets(request: DataRequest) -> pd.DataFrame: """ Deduplicate a dataset collection. @@ -67,6 +315,7 @@ def deduplicate_datasets(datasets: pd.DataFrame) -> pd.DataFrame: pd.DataFrame The deduplicated dataset collection spanning the times requested """ + datasets = fetch_datasets(DataRequest) def _deduplicate_group(group: pd.DataFrame) -> pd.DataFrame: first = group.iloc[0].copy() @@ -78,46 +327,7 @@ def _deduplicate_group(group: pd.DataFrame) -> pd.DataFrame: return datasets.groupby("key").apply(_deduplicate_group, include_groups=False).reset_index() -def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: - """ - Downscale the dataset to a smaller size. - - Parameters - ---------- - dataset - The dataset to downscale - time_span - The time span to extract from a dataset - - Returns - ------- - xr.Dataset - The downscaled dataset - """ - has_latlon = "lat" in dataset.dims and "lon" in dataset.dims - has_ij = "i" in dataset.dims and "j" in dataset.dims - - if has_latlon: - assert len(dataset.lat.dims) == 1 and len(dataset.lon.dims) == 1 - result = dataset.interp(lat=dataset.lat[:10], lon=dataset.lon[:10]) - elif has_ij: - # 2d lat/lon grid (generally ocean variables) - # Choose a starting point around the middle of the grid to maximise chance that it has values - # TODO: Be smarter about this? - j_midpoint = len(dataset.j) // 2 - result = dataset.interp(i=dataset.i[:10], j=dataset.j[j_midpoint : j_midpoint + 10]) - else: - raise ValueError("Cannot decimate this grid: too many dimensions") - - if "time" in dataset.dims and time_span is not None: - result = result.sel(time=slice(*time_span)) - if result.time.size == 0: - result = None - - return result - - -def create_out_filename(metadata: pd.Series, ds: xr.Dataset) -> pathlib.Path: +def create_sample_dataset(request: DataRequest): """ Create the output filename for the dataset. @@ -130,127 +340,73 @@ def create_out_filename(metadata: pd.Series, ds: xr.Dataset) -> pathlib.Path: ------- The output filename """ - cmip6_path_items = [ - "mip_era", - "activity_drs", - "institution_id", - "source_id", - "experiment_id", - "member_id", - "table_id", - "variable_id", - "grid_label", - ] - - cmip6_filename_paths = [ - "variable_id", - "table_id", - "source_id", - "experiment_id", - "member_id", - "grid_label", - ] - - obs4mips_path_items = [ - "activity_id", - "institution_id", - "source_id", - "variable_id", - "grid_label", - ] - - obs4mips_filename_paths = [ - "variable_id", - "source_id", - "grid_label", - ] + datasets = deduplicate_datasets(DataRequest) + for _, dataset in datasets.iterrows(): + for ds_filename in dataset["files"]: + ds_orig = xr.open_dataset(ds_filename) + ds_decimated = DataRequest.decimate_dataset(ds_orig, DataRequest.time_span) + if ds_decimated is None: + continue - if metadata.project == "obs4MIPs": - output_path = ( - Path(os.path.join(*[metadata[item] for item in obs4mips_path_items])) / f"v{metadata['version']}" - ) - filename_prefix = "_".join([metadata[item] for item in obs4mips_filename_paths]) - else: - output_path = ( - Path(os.path.join(*[metadata[item] for item in cmip6_path_items])) / f"v{metadata['version']}" - ) - filename_prefix = "_".join([metadata[item] for item in cmip6_filename_paths]) + output_filename = OUTPUT_PATH / DataRequest.create_out_filename( + dataset, ds_decimated, ds_filename + ) + output_filename.parent.mkdir(parents=True, exist_ok=True) + ds_decimated.to_netcdf(output_filename) + print(output_filename) - if "time" in ds.dims: - time_range = f"{ds.time.min().dt.strftime('%Y%m').item()}-{ds.time.max().dt.strftime('%Y%m').item()}" - filename = f"{filename_prefix}_{time_range}.nc" - else: - filename = f"{filename_prefix}.nc" - return output_path / filename + # Regenerate the registry.txt file + pooch.make_registry(OUTPUT_PATH, "registry.txt") if __name__ == "__main__": - facets_to_fetch = [ + datasets_to_fetch = [ # Example metric data - dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "tas", "tos", "rsut", "rlut", "rsdt"], - experiment_id=["ssp126", "historical"], + CMIP6Request( + facets=dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "tas", "tos", "rsut", "rlut", "rsdt"], + experiment_id=["ssp126", "historical"], + ), remove_ensembles=True, time_span=("2000", "2025"), ), # ESMValTool ECS data - dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "rlut", "rsdt", "rsut", "tas"], - experiment_id=["abrupt-4xCO2", "piControl"], + CMIP6Request( + facets=dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "rlut", "rsdt", "rsut", "tas"], + experiment_id=["abrupt-4xCO2", "piControl"], + ), remove_ensembles=True, time_span=("0101", "0125"), ), # ESMValTool TCR data - dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "tas"], - experiment_id=["1pctCO2", "piControl"], + CMIP6Request( + facets=dict( + source_id="ACCESS-ESM1-5", + frequency=["fx", "mon"], + variable_id=["areacella", "tas"], + experiment_id=["1pctCO2", "piControl"], + ), remove_ensembles=True, time_span=("0101", "0180"), ), # Obs4MIPs AIRS data - dict( - project="obs4MIPs", - institution_id="NASA-JPL", - frequency="mon", - source_id="AIRS-2-1", - variable_id="ta", + Obs4MIPsRequest( + facets=dict( + project="obs4MIPs", + institution_id="NASA-JPL", + frequency="mon", + source_id="AIRS-2-1", + variable_id="ta", + ), remove_ensembles=False, time_span=("2002", "2016"), ), ] - dataset_metadata_collection: list[pd.DataFrame] = [] - for facets in facets_to_fetch: - dataset_metadata_collection.append( - fetch_datasets( - facets, - remove_ensembles=facets.pop("remove_ensembles", False), - time_span=facets.pop("time_span", None), - ) - ) - - # Combine all datasets - datasets = deduplicate_datasets(pd.concat(dataset_metadata_collection)) - - for _, dataset in datasets.iterrows(): - for ds_filename in dataset["files"]: - if ds_filename.name.split("_")[0] == dataset.variable_id: - ds_orig = xr.open_dataset(ds_filename) - ds_decimated = decimate_dataset( - ds_orig, time_span=(dataset["time_start"], dataset["time_end"]) - ) - if ds_decimated is None: - continue - - output_filename = OUTPUT_PATH / create_out_filename(dataset, ds_decimated) - output_filename.parent.mkdir(parents=True, exist_ok=True) - ds_decimated.to_netcdf(output_filename) - - # Regenerate the registry.txt file - pooch.make_registry(OUTPUT_PATH, "registry.txt") + for dataset_requested in datasets_to_fetch: + create_sample_dataset(dataset_requested) diff --git a/scripts/sample_dataset_request.py b/scripts/sample_dataset_request.py deleted file mode 100644 index 23cefa4d..00000000 --- a/scripts/sample_dataset_request.py +++ /dev/null @@ -1,412 +0,0 @@ -import os -import pathlib -from abc import ABC, abstractmethod -from pathlib import Path -from typing import Any - -import pandas as pd -import pooch -import xarray as xr -from intake_esgf import ESGFCatalog - -OUTPUT_PATH = Path("data") - - -class DataRequest(ABC): - """ - Represents a request for a dataset - - A polymorphic association is used to capture the different types of datasets as each - dataset type may have different metadata fields and may need to be handled - differently to generate the sample data. - """ - - def __init__(self, remove_ensembles: bool, time_span: tuple[str, str]): - self.remove_ensembles = remove_ensembles - self.time_span = time_span - - @abstractmethod - def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: - """Downscale the dataset to a smaller size.""" - pass - - @abstractmethod - def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: - """Create the output filename for the dataset.""" - pass - - -class CMIP6Request(DataRequest): - """ - Represents a CMIP6 dataset request - - """ - - def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tuple[str, str] | None): - self.avail_facets = [ - "mip_era", - "activity_drs", - "institution_id", - "source_id", - "experiment_id", - "member_id", - "table_id", - "variable_id", - "grid_label", - "version", - "data_node", - ] - - self.facets = facets - - super().__init__(remove_ensembles, time_span) - - self.cmip6_path_items = [ - "mip_era", - "activity_drs", - "institution_id", - "source_id", - "experiment_id", - "member_id", - "table_id", - "variable_id", - "grid_label", - ] - - self.cmip6_filename_paths = [ - "variable_id", - "table_id", - "source_id", - "experiment_id", - "member_id", - "grid_label", - ] - - assert all(key in self.avail_facets for key in self.cmip6_path_items), "Error message" - assert all(key in self.avail_facets for key in self.cmip6_filename_paths), "Error message" - - def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: - """ - Downscale the dataset to a smaller size. - - Parameters - ---------- - dataset - The dataset to downscale - time_span - The time span to extract from a dataset - - Returns - ------- - xr.Dataset - The downscaled dataset - """ - has_latlon = "lat" in dataset.dims and "lon" in dataset.dims - has_ij = "i" in dataset.dims and "j" in dataset.dims - - if has_latlon: - assert len(dataset.lat.dims) == 1 and len(dataset.lon.dims) == 1 - result = dataset.interp(lat=dataset.lat[:10], lon=dataset.lon[:10]) - elif has_ij: - # 2d lat/lon grid (generally ocean variables) - # Choose a starting point around the middle of the grid to maximise chance that it has values - # TODO: Be smarter about this? - j_midpoint = len(dataset.j) // 2 - result = dataset.interp(i=dataset.i[:10], j=dataset.j[j_midpoint : j_midpoint + 10]) - else: - raise ValueError("Cannot decimate this grid: too many dimensions") - - if "time" in dataset.dims and time_span is not None: - result = result.sel(time=slice(*time_span)) - if result.time.size == 0: - result = None - - return result - - def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: - """ - Create the output filename for the dataset. - - Parameters - ---------- - ds - Loaded dataset - - Returns - ------- - The output filename - """ - output_path = ( - Path(os.path.join(*[metadata[item] for item in self.cmip6_path_items])) - / f"v{metadata['version']}" - ) - filename_prefix = "_".join([metadata[item] for item in self.cmip6_filename_paths]) - - if "time" in ds.dims: - time_range = ( - f"{ds.time.min().dt.strftime('%Y%m').item()}-{ds.time.max().dt.strftime('%Y%m').item()}" - ) - filename = f"{filename_prefix}_{time_range}.nc" - else: - filename = f"{filename_prefix}.nc" - - return output_path / filename - - -class Obs4MIPsRequest(DataRequest): - """ - Represents a Obs4MIPs dataset request - - """ - - def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tuple[str, str] | None): - self.avail_facets = [ - "activity_id", - "institution_id", - "source_id", - "frequency", - "variable_id", - "grid_label", - "version", - "data_node", - ] - - self.facets = facets - - self.remove_ensembles = remove_ensembles - self.time_span = time_span - - self.obs4mips_path_items = [ - "activity_id", - "institution_id", - "source_id", - "variable_id", - "grid_label", - ] - - self.obs4mips_filename_paths = [ - "variable_id", - "source_id", - "grid_label", - ] - - assert all(key in self.avail_facets for key in self.obs4mips_path_items), "Error message" - assert all(key in self.avail_facets for key in self.obs4mips_filename_paths), "Error message" - - def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: - """ - Downscale the dataset to a smaller size. - - Parameters - ---------- - dataset - The dataset to downscale - time_span - The time span to extract from a dataset - - Returns - ------- - xr.Dataset - The downscaled dataset - """ - has_latlon = "lat" in dataset.dims and "lon" in dataset.dims - has_ij = "i" in dataset.dims and "j" in dataset.dims - - if has_latlon: - assert len(dataset.lat.dims) == 1 and len(dataset.lon.dims) == 1 - result = dataset.interp(lat=dataset.lat[:10], lon=dataset.lon[:10]) - elif has_ij: - # 2d lat/lon grid (generally ocean variables) - # Choose a starting point around the middle of the grid to maximise chance that it has values - # TODO: Be smarter about this? - j_midpoint = len(dataset.j) // 2 - result = dataset.interp(i=dataset.i[:10], j=dataset.j[j_midpoint : j_midpoint + 10]) - else: - raise ValueError("Cannot decimate this grid: too many dimensions") - - if "time" in dataset.dims and time_span is not None: - result = result.sel(time=slice(*time_span)) - if result.time.size == 0: - result = None - - return result - - def create_out_filename(self, metadata: pd.Series, ds: xr.Dataset, ds_filename: str) -> pathlib.Path: - """ - Create the output filename for the dataset. - - Parameters - ---------- - ds - Loaded dataset - - Returns - ------- - The output filename - """ - output_path = ( - Path(os.path.join(*[metadata[item] for item in self.obs4mips_path_items])) - / f"v{metadata['version']}" - ) - if ds_filename.name.split("_")[0] == ds.variable_id: - filename_prefix = "_".join([metadata[item] for item in self.obs4mips_filename_paths]) - else: - filename_prefix = ds_filename.name.split("_")[0] + "_" - filename_prefix += "_".join( - [metadata[item] for item in self.obs4mips_filename_paths if item != "variable_id"] - ) - - if "time" in ds.dims: - time_range = ( - f"{ds.time.min().dt.strftime('%Y%m').item()}-{ds.time.max().dt.strftime('%Y%m').item()}" - ) - filename = f"{filename_prefix}_{time_range}.nc" - else: - filename = f"{filename_prefix}.nc" - - return output_path / filename - - -def fetch_datasets(request: DataRequest) -> pd.DataFrame: - """ - Fetch the datasets from ESGF. - - Parameters - ---------- - search_facets - Facets to search for - remove_ensembles - Whether to remove ensembles from the dataset - (i.e. include only a single ensemble member) - - Returns - ------- - List of paths to the fetched datasets - """ - cat = ESGFCatalog() - - cat.search(**DataRequest.facets) - if DataRequest.remove_ensembles: - cat.remove_ensembles() - - path_dict = cat.to_path_dict(prefer_streaming=False, minimal_keys=False) - merged_df = cat.df.merge(pd.Series(path_dict, name="files"), left_on="key", right_index=True) - if DataRequest.time_span: - merged_df["time_start"] = DataRequest.time_span[0] - merged_df["time_end"] = DataRequest.time_span[1] - print(merged_df) - return merged_df - - -def deduplicate_datasets(request: DataRequest) -> pd.DataFrame: - """ - Deduplicate a dataset collection. - - Uses the metadata from the first dataset in each group, - but expands the time range to the min/max timespan of the group. - - Parameters - ---------- - datasets - The dataset collection - - Returns - ------- - pd.DataFrame - The deduplicated dataset collection spanning the times requested - """ - datasets = fetch_datasets(DataRequest) - - def _deduplicate_group(group: pd.DataFrame) -> pd.DataFrame: - first = group.iloc[0].copy() - first.time_start = group.time_start.min() - first.time_end = group.time_end.max() - - return first - - return datasets.groupby("key").apply(_deduplicate_group, include_groups=False).reset_index() - - -def create_sample_dataset(request: DataRequest): - """ - Create the output filename for the dataset. - - Parameters - ---------- - ds - Loaded dataset - - Returns - ------- - The output filename - """ - datasets = deduplicate_datasets(DataRequest) - for _, dataset in datasets.iterrows(): - for ds_filename in dataset["files"]: - ds_orig = xr.open_dataset(ds_filename) - ds_decimated = DataRequest.decimate_dataset(ds_orig, DataRequest.time_span) - if ds_decimated is None: - continue - - output_filename = OUTPUT_PATH / DataRequest.create_out_filename( - dataset, ds_decimated, ds_filename - ) - output_filename.parent.mkdir(parents=True, exist_ok=True) - ds_decimated.to_netcdf(output_filename) - print(output_filename) - - # Regenerate the registry.txt file - pooch.make_registry(OUTPUT_PATH, "registry.txt") - - -if __name__ == "__main__": - datasets_to_fetch = [ - # Example metric data - CMIP6Request( - facets=dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "tas", "tos", "rsut", "rlut", "rsdt"], - experiment_id=["ssp126", "historical"], - ), - remove_ensembles=True, - time_span=("2000", "2025"), - ), - # ESMValTool ECS data - CMIP6Request( - facets=dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "rlut", "rsdt", "rsut", "tas"], - experiment_id=["abrupt-4xCO2", "piControl"], - ), - remove_ensembles=True, - time_span=("0101", "0125"), - ), - # ESMValTool TCR data - CMIP6Request( - facets=dict( - source_id="ACCESS-ESM1-5", - frequency=["fx", "mon"], - variable_id=["areacella", "tas"], - experiment_id=["1pctCO2", "piControl"], - ), - remove_ensembles=True, - time_span=("0101", "0180"), - ), - # Obs4MIPs AIRS data - Obs4MIPsRequest( - facets=dict( - project="obs4MIPs", - institution_id="NASA-JPL", - frequency="mon", - source_id="AIRS-2-1", - variable_id="ta", - ), - remove_ensembles=False, - time_span=("2002", "2016"), - ), - ] - - for dataset_requested in datasets_to_fetch: - create_sample_dataset(dataset_requested) From 078853fe87c4f02b14a862da9202f229f900b08f Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Fri, 31 Jan 2025 08:30:41 +0000 Subject: [PATCH 13/18] Update scripts/fetch_test_data.py Co-authored-by: Jared Lewis --- scripts/fetch_test_data.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/fetch_test_data.py b/scripts/fetch_test_data.py index 23cefa4d..0d38ea1e 100644 --- a/scripts/fetch_test_data.py +++ b/scripts/fetch_test_data.py @@ -26,7 +26,7 @@ def __init__(self, remove_ensembles: bool, time_span: tuple[str, str]): self.time_span = time_span @abstractmethod - def decimate_dataset(dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: + def decimate_dataset(self, dataset: xr.Dataset, time_span: tuple[str, str] | None) -> xr.Dataset | None: """Downscale the dataset to a smaller size.""" pass From 7426716027d5c9fe08d87fd2abb7652f246fe33c Mon Sep 17 00:00:00 2001 From: Dora Hegedus <78150129+dhegedus99@users.noreply.github.com> Date: Fri, 31 Jan 2025 08:30:57 +0000 Subject: [PATCH 14/18] Update scripts/fetch_test_data.py Co-authored-by: Jared Lewis --- scripts/fetch_test_data.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/scripts/fetch_test_data.py b/scripts/fetch_test_data.py index 0d38ea1e..48b058da 100644 --- a/scripts/fetch_test_data.py +++ b/scripts/fetch_test_data.py @@ -173,8 +173,7 @@ def __init__(self, facets: dict[str, Any], remove_ensembles: bool, time_span: tu self.facets = facets - self.remove_ensembles = remove_ensembles - self.time_span = time_span + super().__init__(remove_ensembles, time_span) self.obs4mips_path_items = [ "activity_id", From e381e46b4cf91e41fbf205a7dddaf4aca1ae14bc Mon Sep 17 00:00:00 2001 From: Dora Hegedus Date: Fri, 31 Jan 2025 08:49:07 +0000 Subject: [PATCH 15/18] changed DataRequest to request in functions --- scripts/fetch_test_data.py | 20 +++++++++----------- 1 file changed, 9 insertions(+), 11 deletions(-) diff --git a/scripts/fetch_test_data.py b/scripts/fetch_test_data.py index 48b058da..1136cad6 100644 --- a/scripts/fetch_test_data.py +++ b/scripts/fetch_test_data.py @@ -284,15 +284,15 @@ def fetch_datasets(request: DataRequest) -> pd.DataFrame: """ cat = ESGFCatalog() - cat.search(**DataRequest.facets) - if DataRequest.remove_ensembles: + cat.search(**request.facets) + if request.remove_ensembles: cat.remove_ensembles() path_dict = cat.to_path_dict(prefer_streaming=False, minimal_keys=False) merged_df = cat.df.merge(pd.Series(path_dict, name="files"), left_on="key", right_index=True) - if DataRequest.time_span: - merged_df["time_start"] = DataRequest.time_span[0] - merged_df["time_end"] = DataRequest.time_span[1] + if request.time_span: + merged_df["time_start"] = request.time_span[0] + merged_df["time_end"] = request.time_span[1] print(merged_df) return merged_df @@ -314,7 +314,7 @@ def deduplicate_datasets(request: DataRequest) -> pd.DataFrame: pd.DataFrame The deduplicated dataset collection spanning the times requested """ - datasets = fetch_datasets(DataRequest) + datasets = fetch_datasets(request) def _deduplicate_group(group: pd.DataFrame) -> pd.DataFrame: first = group.iloc[0].copy() @@ -339,17 +339,15 @@ def create_sample_dataset(request: DataRequest): ------- The output filename """ - datasets = deduplicate_datasets(DataRequest) + datasets = deduplicate_datasets(request) for _, dataset in datasets.iterrows(): for ds_filename in dataset["files"]: ds_orig = xr.open_dataset(ds_filename) - ds_decimated = DataRequest.decimate_dataset(ds_orig, DataRequest.time_span) + ds_decimated = request.decimate_dataset(ds_orig, request.time_span) if ds_decimated is None: continue - output_filename = OUTPUT_PATH / DataRequest.create_out_filename( - dataset, ds_decimated, ds_filename - ) + output_filename = OUTPUT_PATH / request.create_out_filename(dataset, ds_decimated, ds_filename) output_filename.parent.mkdir(parents=True, exist_ok=True) ds_decimated.to_netcdf(output_filename) print(output_filename) From b66edbe5858c329750cb2f1dc9ace14c6a7762c7 Mon Sep 17 00:00:00 2001 From: Dora Hegedus Date: Mon, 3 Feb 2025 11:04:16 +0000 Subject: [PATCH 16/18] removing print commands --- scripts/fetch_test_data.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/scripts/fetch_test_data.py b/scripts/fetch_test_data.py index 1136cad6..e46c4431 100644 --- a/scripts/fetch_test_data.py +++ b/scripts/fetch_test_data.py @@ -293,7 +293,6 @@ def fetch_datasets(request: DataRequest) -> pd.DataFrame: if request.time_span: merged_df["time_start"] = request.time_span[0] merged_df["time_end"] = request.time_span[1] - print(merged_df) return merged_df @@ -350,7 +349,6 @@ def create_sample_dataset(request: DataRequest): output_filename = OUTPUT_PATH / request.create_out_filename(dataset, ds_decimated, ds_filename) output_filename.parent.mkdir(parents=True, exist_ok=True) ds_decimated.to_netcdf(output_filename) - print(output_filename) # Regenerate the registry.txt file pooch.make_registry(OUTPUT_PATH, "registry.txt") From 1cfdfbf44cdefe3a699c13487c106d3e55804176 Mon Sep 17 00:00:00 2001 From: Dora Hegedus Date: Mon, 3 Feb 2025 11:17:21 +0000 Subject: [PATCH 17/18] No newline at end of file --- scripts/fetch_test_data.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/fetch_test_data.py b/scripts/fetch_test_data.py index 1a01da05..e46c4431 100644 --- a/scripts/fetch_test_data.py +++ b/scripts/fetch_test_data.py @@ -404,4 +404,4 @@ def create_sample_dataset(request: DataRequest): ] for dataset_requested in datasets_to_fetch: - create_sample_dataset(dataset_requested) \ No newline at end of file + create_sample_dataset(dataset_requested) From 9d183973081c41ff29fec4835946ba6f87231504 Mon Sep 17 00:00:00 2001 From: lewisjared <> Date: Tue, 4 Feb 2025 05:49:02 +0000 Subject: [PATCH 18/18] Updated sample data --- ...1-5_piControl_r1i1p1f1_gn_010101-012512.nc | Bin 0 -> 321913 bytes .../taNobs_AIRS-2-1_gn_200209-201609.nc | Bin 0 -> 2333250 bytes .../taStderr_AIRS-2-1_gn_200209-201609.nc | Bin 0 -> 2331637 bytes registry.txt | 3 +++ 4 files changed, 3 insertions(+) create mode 100644 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z+~?l<*f+R}H2qFb;PG!1U%a(<|NPDW?$7_JZ|QFow?a=pnZKpKQ9S(Q`6mBHabNS_ z%HJs7`%wGVg!~)D!w>Yge~Z6R-1_4!{Py>U-|BA^-yrVxcevm2UlAUbEPv}m&;J$S r6EBs2)4#I(7JsGq^jrVd|4Q)}9vl1ZvhIKUE5+?+MgIBSI)Q%$S@2L? literal 0 HcmV?d00001 diff --git a/registry.txt b/registry.txt index ca6fd453..0b4cdaa2 100644 --- a/registry.txt +++ b/registry.txt @@ -14,6 +14,7 @@ CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/fx/areacella/gn/v20191115/are CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/piControl/r1i1p1f1/Amon/rlut/gn/v20210316/rlut_Amon_ACCESS-ESM1-5_piControl_r1i1p1f1_gn_010101-012512.nc 4bcdb5108c884a13299cc855a3a78ff1af1a28c45b00dc9a388d510035328886 CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/piControl/r1i1p1f1/Amon/rsdt/gn/v20210316/rsdt_Amon_ACCESS-ESM1-5_piControl_r1i1p1f1_gn_010101-012512.nc bc1ba4b5b91dc40f80318b73dedffd75daec25e317167119794366ea7d48779d CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/piControl/r1i1p1f1/Amon/rsut/gn/v20210316/rsut_Amon_ACCESS-ESM1-5_piControl_r1i1p1f1_gn_010101-012512.nc 9c236e425fc94a067888f5ae48377eb75cc29f9b4a697621ea68a6c46c1aa0f4 +CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/piControl/r1i1p1f1/Amon/tas/gn/v20210316/tas_Amon_ACCESS-ESM1-5_piControl_r1i1p1f1_gn_010101-012512.nc 994e32564109768dcd7343663f7113ecdaefa91a519ecc442af6fcff877f528e CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/piControl/r1i1p1f1/Amon/tas/gn/v20210316/tas_Amon_ACCESS-ESM1-5_piControl_r1i1p1f1_gn_010101-018012.nc cacab3637a4cc94e5cc6d7267ec4c6f96cd5d618b0f8a097005dbfe89b2c5eb9 CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/piControl/r1i1p1f1/fx/areacella/gn/v20210316/areacella_fx_ACCESS-ESM1-5_piControl_r1i1p1f1_gn.nc fbdf118bd3677eef2a3a63993cf6492a74c34b2a6650bdb6018711ad66e36594 CMIP6/ScenarioMIP/CSIRO/ACCESS-ESM1-5/ssp126/r1i1p1f1/Amon/rsdt/gn/v20210318/rsdt_Amon_ACCESS-ESM1-5_ssp126_r1i1p1f1_gn_201501-202512.nc 187d291702e4a969792fedca9db832657d96e385ea67747cf6432e7eab1af779 @@ -21,4 +22,6 @@ CMIP6/ScenarioMIP/CSIRO/ACCESS-ESM1-5/ssp126/r1i1p1f1/Amon/rsut/gn/v20210318/rsu CMIP6/ScenarioMIP/CSIRO/ACCESS-ESM1-5/ssp126/r1i1p1f1/Amon/tas/gn/v20210318/tas_Amon_ACCESS-ESM1-5_ssp126_r1i1p1f1_gn_201501-202512.nc 3124671936cb2554af0a1f48b814fa8bb186a0ee2af6bcc86b5cb126b107d7a2 CMIP6/ScenarioMIP/CSIRO/ACCESS-ESM1-5/ssp126/r1i1p1f1/Omon/tos/gn/v20210318/tos_Omon_ACCESS-ESM1-5_ssp126_r1i1p1f1_gn_201501-202512.nc 10d13b1250f5483e5d6105b0dd811658849324c03f27539b83642062a1151b93 CMIP6/ScenarioMIP/CSIRO/ACCESS-ESM1-5/ssp126/r1i1p1f1/fx/areacella/gn/v20210318/areacella_fx_ACCESS-ESM1-5_ssp126_r1i1p1f1_gn.nc 064b48e5b2971cb4e8edad95b27fbbfc2f6dcdc2de99e2df2944d9c2b0db4910 +obs4MIPs/NASA-JPL/AIRS-2-1/ta/gn/v20201110/taNobs_AIRS-2-1_gn_200209-201609.nc 0d166cf478089a910bb856d41cd8493e63a7fcd05e252345a285c374868d418a +obs4MIPs/NASA-JPL/AIRS-2-1/ta/gn/v20201110/taStderr_AIRS-2-1_gn_200209-201609.nc 807fedb2e3f55939de0d894d4902fee0d476c533277f57064bc3b7c66b6b57ee obs4MIPs/NASA-JPL/AIRS-2-1/ta/gn/v20201110/ta_AIRS-2-1_gn_200209-201609.nc 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